Reasoning Segmentation on Intent2Part InstructPart
77.2mIoUSegWorld v2
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SegWorld v2Evaluation Protocol=fine-tuned2026.05 | 77.2 | 55.6 | 100 | |
| SegWorld v1Evaluation Protocol=fine-tuned2026.05 | 77 | 55.4 | 100 | |
| Sa2VA-finetuneEvaluation Protocol=fine-tuned2026.05 | 70.3 | 50.6 | 92 | |
| SAM3-IEvaluation Protocol=fine-tuned2026.05 | 68.9 | 49.6 | 100 | |
| Affordance-R1Evaluation Protocol=fine-tuned2026.05 | 67.2 | 48.4 | 99 | |
| UniPixel-finetuneEvaluation Protocol=fine-tuned2026.05 | 61.5 | 44.3 | 100 | |
| SAM3 AgentEvaluation Protocol=fine-tuned2026.05 | 58 | 41.8 | 98 | |
| LISA-finetuneEvaluation Protocol=fine-tuned2026.05 | 57.2 | 41.2 | 100 | |
| vanilla Sa2VAEvaluation Protocol=off-the-shelf2026.05 | 49.8 | 35.9 | 57 |